WASHINGTON—Seeking to demonstrate strong American support for Ukraine, U.S. military planners considered using Air Force planes to ferry food rations to outnumbered and underequipped Ukrainian troops facing superior Russian forces across the border.

Pentagon leaders settled instead for a less-conspicuous operation: They sent the promised meals-ready-to-eat, or MREs, in commercial trucks from storehouses in Germany.